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Question #319 Topic 1
Your company wants to implement a Retrieval-Augmented Generation (RAG) system to allow employees to query an extensive knowledge base of internal documents, such as policy manuals and project reports. You need to prepare this unstructured text for embedding to be used in the RAG system. What should you do to ensure the system can retrieve the most relevant information?
A
Use Cloud Data Loss Prevention (Cloud DLP) to scan and redact sensitive information within the documents before processing.
B
Store the documents as compressed files in a traditional relational database to enable more efficient storage and retrieval.
C
Convert the unstructured documents into high-dimensional numerical vectors that capture the semantic meaning and relationships of the text.
D
Index each word from the documents into a search engine to enable keyword-based search.